What is recorded here?
Combined low-resource language data mining and sparsely gated translation models with FLORES-200 evaluation across a large set of language directions.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
Integrated translation-and-evaluation package, not an invention of mixture-of-experts. Translation quality and toxicity metrics are benchmark-specific, not equal quality across every language.
Read the original work
- No Language Left Behind: Scaling Human-Centered Machine Translation
- NLLB Team and colleagues: 200-language translation and FLORES-200 evaluation — official research record
This English explanation is an editorial reading view. It does not replace the complete original work or certify its science.
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People and systems
Marta R. Costa-jussà; James Cross; Onur Çelebi; Maha Elbayad; Kenneth Heafield; Kevin Heffernan; Elahe Kalbassi; Janice Lam; Daniel Licht; Jean Maillard; Anna Sun; Skyler Wang; Guillaume Wenzek; Al Youngblood; Bapi Akula; Loic Barrault; Gabriel Mejia Gonzalez; Prangthip Hansanti; John Hoffman; Semarley Jarrett; Kaushik Ram Sadagopan; Dirk Rowe; Shannon Spruit; Chau Tran; Pierre Andrews; Necip Fazil Ayan; Shruti Bhosale; Sergey Edunov; Angela Fan; Cynthia Gao; Vedanuj Goswami; Francisco Guzmán; Philipp Koehn; Alexandre Mourachko; Christophe Ropers; Safiyyah Saleem; Holger Schwenk; Jeff Wang
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
Research locations and affiliations
Location not yet established
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English catalogue narrative
NLLB Team and colleagues: 200-language translation and FLORES-200 evaluation
Combined low-resource language data mining and sparsely gated translation models with FLORES-200 evaluation across a large set of language directions.
Scientific scope
Integrated translation-and-evaluation package, not an invention of mixture-of-experts. Translation quality and toxicity metrics are benchmark-specific, not equal quality across every language.
Reading status
This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.
People and systems
Marta R. Costa-jussà; James Cross; Onur Çelebi; Maha Elbayad; Kenneth Heafield; Kevin Heffernan; Elahe Kalbassi; Janice Lam; Daniel Licht; Jean Maillard; Anna Sun; Skyler Wang; Guillaume Wenzek; Al Youngblood; Bapi Akula; Loic Barrault; Gabriel Mejia Gonzalez; Prangthip Hansanti; John Hoffman; Semarley Jarrett; Kaushik Ram Sadagopan; Dirk Rowe; Shannon Spruit; Chau Tran; Pierre Andrews; Necip Fazil Ayan; Shruti Bhosale; Sergey Edunov; Angela Fan; Cynthia Gao; Vedanuj Goswami; Francisco Guzmán; Philipp Koehn; Alexandre Mourachko; Christophe Ropers; Safiyyah Saleem; Holger Schwenk; Jeff Wang
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.